| 2026 | FlAIRS | Lipschitz-Regularized Critics Lead to Policy Robustness Against Transition Dynamics Uncertainty. | Xulin Chen, Ruipeng Liu, Zhenyu Gan, Garrett E. Katz |
| 2026 | FlAIRS | Robotic Fall Prediction with Egocentric Vision and Proprioception. | Borui He, Garrett E. Katz, Senem Velipasalar |
| 2025 | GECCO | A Voxel-Representation-Based Evolutionary Data Generator of Adversarial Objects for AI Agents. | Akshay, Garrett E. Katz, Chilukuri K. Mohan |
| 2024 | HCI | Assessment of a Novel Virtual Environment for Examining Cognitive-Motor Processes During Execution of Action Sequences in a Human-Robot Teaming Context. | Jayesh Jayashankar, Anna L. Packy, Arya Teymourlouei, Alexandra A. Shaver, Garrett E. Katz, James A. Reggia, James Purtilo, Rodolphe J. Gentili |
| 2024 | ICML | On the Feasibility of Single-Pass Full-Capacity Learning in Linear Threshold Neurons with Binary Input Vectors. | Ruipeng Liu, Borui He, Naveed Tahir, Garrett E. Katz |
| 2023 | ICMLA | Will Poppy Fall? Predicting Robot Falls in Advance Based on Visual Input. | Borui He, Garrett E. Katz |
| 2023 | ICMLA | An Unsupervised Approach to Motion Detection Using WiFi Signals. | Naveed Tahir, Yang Liu, Tiexing Wang, Garrett E. Katz, Biao Chen |
| 2022 | AAAI | Towards Automated Discovery of God-Like Folk Algorithms for Rubik's Cube. | Garrett E. Katz, Naveed Tahir |
| 2022 | HCI | Towards Human-Like Learning Dynamics in a Simulated Humanoid Robot for Improved Human-Machine Teaming. | Akshay, Xulin Chen, Borui He, Garrett E. Katz |
| 2022 | HCI | Assessment of a Novel Virtual Environment for Examining Human Cognitive-Motor Performance During Execution of Action Sequences. | Alexandra A. Shaver, Neehar Peri, Remy Mezebish, George Matthew, Alyza Berson, Christopher Gaskins, Gregory P. Davis, Garrett E. Katz, Immanuel Babu Henry Samuel, Matthew J. Reinhard, Michelle E. Costanzo, James A. Reggia, James Purtilo, Rodolphe J. Gentili |
| 2021 | IJCNN | Numerical Exploration of Training Loss Level-Sets in Deep Neural Networks. | Naveed Tahir, Garrett E. Katz |
| 2020 | IJCNN | Reinforcement-based Program Induction in a Neural Virtual Machine. | Garrett E. Katz, Khushboo Gupta, James A. Reggia |
| 2019 | IJCNN | Encoding of a Chaotic Attractor in a Reservoir Computer: A Directional Fiber Investigation. | Sanjukta Krishnagopal, Garrett E. Katz, Michelle Girvan, James A. Reggia |
| 2018 | ICMLA | Learning in a Continuous-Valued Attractor Network. | Baram Sosis, Garrett E. Katz, James A. Reggia |
| 2015 | HCI | An Object-Centric Paradigm for Robot Programming by Demonstration. | Di-Wei Huang, Garrett E. Katz, Joshua D. Langsfeld, Hyuk Oh, Rodolphe J. Gentili, James A. Reggia |